Application of Deep Learning technique in Image Morphology

Counting vehicles along the busy road of Pune plays an important role in making the decision for traffic control and management purposes. Nowadays, an intelligent vehicle management system uses modern AI deep learning and Image processing techniques. The paper discussed the implementation of vehicle detection algorithms using image morphological operation. This process removes the noise present in the captured image data and detects the moving vehicle. Continuous tracking the detected vehicle along the segmented road helps to count the number of vehicles.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-10-11
DOI
https://doi.org/10.5281/zenodo.17317547
Primary Topic
Eating Disorders and Behaviors
Type
article
Field-Weighted Citation Impact
0.00
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article

Application of Deep Learning technique in Image Morphology

Zenodo (CERN European Organization for Nuclear Research)
Eating Disorders and Behaviors
article

Application of Deep Learning technique in Image Morphology

article en

Abstract

Counting vehicles along the busy road of Pune plays an important role in making the decision for traffic control and management purposes. Nowadays, an intelligent vehicle management system uses modern AI deep learning and Image processing techniques. The paper discussed the implementation of vehicle detection algorithms using image morphological operation. This process removes the noise present in the captured image data and detects the moving vehicle. Continuous tracking the detected vehicle along the segmented road helps to count the number of vehicles.

Zenodo (CERN European Organization for Nuclear Research)
G.S. Science, Arts And Commerce College (IN)
Openalex Percentile: Top 37%
Eating Disorders and Behaviors
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Application of Deep Learning technique in Image Morphology · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS